1
|
Thomsen-Freitas PB, Stoneback JW, Tracy JB, Awad ME, Melton DH, Gaffney BMM, Christiansen CL. Altered cumulative joint moments and increased joint moment symmetry during sit-to-stand transitions for transfemoral bone-anchored limb users: A case series. Clin Biomech (Bristol, Avon) 2025; 124:106476. [PMID: 40037117 PMCID: PMC11999029 DOI: 10.1016/j.clinbiomech.2025.106476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Revised: 02/21/2025] [Accepted: 02/25/2025] [Indexed: 03/06/2025]
Abstract
BACKGROUND Sit-to-stand transitions are demanding activities for people with unilateral transfemoral amputation. Movement asymmetries during sit-to-stand place greater stresses on the intact limb joints compared to the amputated limb joints, potentially contributing to musculoskeletal overuse injury and pain. Bone-anchored limbs address socket-related prosthesis issues, but their impact on cumulative joint moments during sit-to-stand is yet to be fully understood. The purpose of this study was to investigate changes in cumulative joint moments and moment symmetry during sit-to-stand transitions among transfemoral bone-anchored limb users. METHODS A case-series of eight participants who underwent secondary bone-anchored limb implantation surgery were included. Ten consecutive days of physical activity monitoring (daily sit-to-stand) and motion capture during a 5-times sit-to-stand task were collected preoperatively (using socket prosthesis) and 12-months postoperatively. Cumulative low back, hip, and knee joint moments ([absolute joint moment impulse] x [average daily sit-to-stand]) were calculated. Between-limb symmetry was assessed using the Normalized Symmetry Index. Longitudinal changes in cumulative joint moments and moment symmetry were estimated with Hedge's g effect sizes. FINDINGS Medium-to-large effects (g > 0.5) were observed for increased frontal-plane amputated-limb hip moment and increased sagittal-plane cumulative low back and intact-limb knee moments. Small-to-medium effects (g < 0.5) were observed for improved between-limb frontal-plane hip moment symmetry. INTERPRETATION Despite improved between-limb symmetry, persistent overloading of the intact limb was present one-year after bone-anchored limb implantation. Changes in loading without meaningful changes in average number of daily sit-to-stands suggest potential needs for advanced prosthetic component prescription and more effective movement pattern training for bone-anchored limb users.
Collapse
Affiliation(s)
- Peter B Thomsen-Freitas
- Department of Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; VA Eastern Colorado Healthcare System, Aurora, CO, USA; University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
| | - Jason W Stoneback
- Department of Orthopedics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - James B Tracy
- Department of Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; VA Eastern Colorado Healthcare System, Aurora, CO, USA; University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Mohamed E Awad
- Department of Orthopedics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Danielle H Melton
- Department of Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Brecca M M Gaffney
- VA Eastern Colorado Healthcare System, Aurora, CO, USA; Department of Mechanical Engineering, University of Colorado Denver, Denver, CO, USA; Department of Bioengineering, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Cory L Christiansen
- Department of Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; VA Eastern Colorado Healthcare System, Aurora, CO, USA; University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| |
Collapse
|
2
|
Nukuto K, Gale T, Yamamoto T, Kamada K, Irrgang JJ, Musahl V, Anderst W. Reliability and changes in knee cartilage T2 relaxation time from 6 to 24 months after anatomic anterior cruciate ligament reconstruction. J Orthop Res 2024; 42:2683-2692. [PMID: 39032093 DOI: 10.1002/jor.25939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 07/02/2024] [Accepted: 07/05/2024] [Indexed: 07/22/2024]
Abstract
The objectives of this study were to evaluate the reliability of cartilage T2 relaxation time measurements and to identify focal changes in T2 relaxation on the affected knee from 6 to 24 months after anatomic anterior cruciate ligament reconstruction (ACLR). Data from 41 patients who received anatomic ACLR were analyzed. A bilateral 3.0-T MRI was acquired 6 and 24 months after ACLR. T2 relaxation time was measured in subregions of the femoral condyle and the tibial plateau. The root-mean-square coefficient of variation (RMSCV) was calculated to evaluate the reliability of T2 relaxation time in the contralateral knee. Subregion changes in the affected knee T2 relaxation time were identified using the contralateral knee as a reference. The superficial and full thickness layers of the central and inner regions showed good reliability. Conversely, the outer regions on the femoral side and regions in the deep layers showed poor reliability. T2 relaxation time increased in only 3 regions on the affected knee when controlling for changes in the contralateral knee, while changes in T2 relaxation time were identified in 14 regions when not using the contralateral knee as a reference. In conclusion, evaluation of cartilage degeneration by T2 relaxation time after ACLR is most reliable for central and inner cartilage regions. Cartilage degeneration occurs in the central and outer regions of the lateral femoral condyle from 6 to 24 months after anatomic ACLR.
Collapse
Affiliation(s)
- Koji Nukuto
- Department of Orthopedic Surgery, UPMC Freddie Fu Sports Medicine Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Department of Orthopaedic Surgery, Kobe University Graduate School of Medicine, Kobe, Japan
- Biodynamics Laboratory, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Tom Gale
- Biodynamics Laboratory, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Tetsuya Yamamoto
- Department of Orthopaedic Surgery, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Kohei Kamada
- Department of Orthopedic Surgery, UPMC Freddie Fu Sports Medicine Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Department of Orthopaedic Surgery, Kobe University Graduate School of Medicine, Kobe, Japan
- Biodynamics Laboratory, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - James J Irrgang
- Department of Orthopedic Surgery, UPMC Freddie Fu Sports Medicine Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
- Department of Physical Therapy, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Volker Musahl
- Department of Orthopedic Surgery, UPMC Freddie Fu Sports Medicine Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - William Anderst
- Biodynamics Laboratory, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
3
|
Collins K, Lisee C, Bjornsen E, Armitano-Lago C, Buck A, Büttner C, Blackburn T, Schwartz TA, Favoreto N, Spang JT, Franz JR, Pietrosimone B. Peak vertical ground reaction force used to identify sub-groups of individuals with differing biomechanical gait profiles post-anterior cruciate ligament reconstruction. J Orthop Res 2024; 42:2714-2724. [PMID: 39107653 DOI: 10.1002/jor.25948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 06/21/2024] [Accepted: 07/22/2024] [Indexed: 11/13/2024]
Abstract
Lesser peak vertical ground reaction force (vGRF) has been widely reported among individuals with anterior cruciate ligament reconstruction (ACLR). Peak vGRF remains less than uninjured controls and relatively stable during the first year following ACLR. However, it is unknown whether there are subgroups of individuals exhibiting consistently greater peak vGRF in the first 6-months following ACLR and if individuals with consistently greater peak vGRF exhibit kinematic and kinetic gait differences compared to individuals with low vGRF. The purpose of this study was to determine if distinct clusters exist based upon magnitude of peak vGRF 2- and 6-months post-ACLR. Subsequently, we explored between cluster differences in vGRF, knee flexion angle, and sagittal and frontal plane knee kinetics throughout stance between clusters. Forty-three individuals (58.1%female, 21.4 ± 4.4 years-old, 95.3% patellar-tendon autograft) completed five gait trials at their habitual walking speed 2- and 6-months post-ACLR. A single K-means cluster analysis was used to identify clusters of individuals based on peak vGRF at 2- and 6-months post-ACLR. Functional waveform analyses were used to compare gait outcomes between clusters with and without controlling for gait speed and age. We identified two clusters that included a subgroup with high vGRF (n = 16) and low vGRF (n = 27). The cluster with high vGRF demonstrated greater vGRFs, knee flexion angles, and knee extension moments during early stance as compared to the low vGRF cluster 2- and 6-months post-ACLR. Individuals with peak vGRF ≥1.02 times body-weight 2-months post-ACLR had 35.4 times greater odds of being assigned to the high vGRF cluster.
Collapse
Affiliation(s)
- Katherine Collins
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Caroline Lisee
- Department of Kinesiology, University of Georgia, Athens, Georgia, USA
| | - Elizabeth Bjornsen
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Cortney Armitano-Lago
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Ashley Buck
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Christin Büttner
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Institute of Human Movement Science and Health, Chemnitz University of Technology, Chemnitz, Germany
| | - Troy Blackburn
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Todd A Schwartz
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Natália Favoreto
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jeffrey T Spang
- Deparment of Orthopaedics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jason R Franz
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, North Carolina, USA
| | - Brian Pietrosimone
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| |
Collapse
|
4
|
Iwamoto Y, Kawakami W, Takeuchi R, Takeuchi Y, Ishii Y, Ishikawa M, Adachi N, Takahashi M. Effect of lateral wedge length on knee adduction moment reduction mechanics during gait. Prosthet Orthot Int 2024; 48:700-705. [PMID: 38557974 DOI: 10.1097/pxr.0000000000000349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 02/01/2024] [Indexed: 04/04/2024]
Abstract
Lateral wedge insole (LWI) wear is a well-known conservative treatment for patients with knee osteoarthritis and is expected to decrease knee joint loading. Although the effect of LWI length on knee adduction moment (KAM) has been investigated, the biomechanical mechanism has not been fully investigated. Twelve healthy young subjects walked in the laboratory with and without 2 different lengths of LWIs. Three-dimensional motion analysis was performed to calculate the first and second peaks and impulses of the KAM during the stance phase. In addition, the knee-ground reaction force lever arm (KLA) and center of pressure (COP), ankle eversion moment, and ankle eversion angle were calculated. The first peak of KAM was lower, COP was displaced outward, and KLA was shorter with both LWIs attached. On the other hand, the second peak of KAM was lower with longer LWIs, COP was displaced outward, and KLA was shorter. The KAM impulse was significantly smaller in the condition with longer LWI than in the other conditions with smaller ankle eversion motion; longer LWI induced COP to the lateral side through the stance phase and kept KLA short, thus reducing the KAM impulse.
Collapse
Affiliation(s)
- Yoshitaka Iwamoto
- Department of Neuromechanics, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
- Center for Advanced Practice and Research of Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Wataru Kawakami
- Department of Neuromechanics, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
- Department of Rehabilitation, Kure Kyosai Hospital, Kure, Hiroshima, Japan
| | - Ryosuke Takeuchi
- Department of Neuromechanics, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Yasutaka Takeuchi
- Department of Neuromechanics, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Yosuke Ishii
- Department of Neuromechanics, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
- Center for Advanced Practice and Research of Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Masakazu Ishikawa
- Department of Artificial Joints and Biomaterials, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Nobuo Adachi
- Department of Orthopedic Surgery, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Makoto Takahashi
- Department of Neuromechanics, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
- Center for Advanced Practice and Research of Rehabilitation, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan
| |
Collapse
|
5
|
Thomsen PB, Gaffney BMM, Tracy JB, Vandenberg NW, Awad ME, Christiansen CL, Stoneback JW. Cumulative loading increases and loading asymmetries persist during walking for people with a transfemoral bone-anchored limb. Gait Posture 2024; 113:46-52. [PMID: 38843706 PMCID: PMC11381168 DOI: 10.1016/j.gaitpost.2024.05.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 04/30/2024] [Accepted: 05/18/2024] [Indexed: 06/16/2024]
Abstract
BACKGROUND A bone-anchored limb (BAL) is an alternative to a traditional socket-type prosthesis for people with transfemoral amputation. Early laboratory-based evidence suggests improvement in joint and limb loading mechanics during walking with a BAL compared to socket prosthesis use. However, changes in cumulative joint and limb loading measures, which may be predictive of degenerative joint disease progression, remain unknown. RESEARCH QUESTION Do cumulative total limb and hip joint loading during walking change using a BAL for people with unilateral transfemoral amputation, compared to prior socket prosthesis use? METHODS A case-series cohort of eight participants with prior unilateral transfemoral amputation who underwent BAL hardware implantation surgery were retrospectively analyzed (4 M/4 F; BMI: 27.7 ± 3.1 kg/m2; age: 50.4 ± 10.2 years). Daily step count and whole-body motion capture data were collected before (using socket prosthesis) and one-year after BAL hardware implantation. Cumulative total limb and hip joint loading and between-limb loading symmetry metrics were calculated during overground walking at both time points and compared using Cohen's d effect sizes. RESULTS One year after BAL hardware implantation, participants demonstrated bilateral increases in cumulative total limb loading (amputated: d = -0.65; intact: d = -0.72) and frontal-plane hip moment (amputated: d = -1.29; intact: d = -1.68). Total limb loading and hip joint loading in all planes remained asymmetric over time, with relative overloading of the intact limb in all variables of interest at the one-year point. SIGNIFICANCE Despite increases in cumulative total limb and hip joint loading, between-limb loading asymmetries persist. Habitual loading asymmetry has been implicated in contributing to negative long-term joint health and onset or progression of degenerative joint diseases. Improved understanding of methods to address habitual loading asymmetries is needed to optimize rehabilitation and long-term joint health as people with transfemoral amputation increase physical activity when using a BAL.
Collapse
Affiliation(s)
- Peter B Thomsen
- University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; VA Eastern Colorado Healthcare System, Aurora, CO, USA.
| | - Brecca M M Gaffney
- University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; VA Eastern Colorado Healthcare System, Aurora, CO, USA; Department of Mechanical Engineering, University of Colorado Denver, Denver, CO, USA; Center for Bioengineering, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - James B Tracy
- University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; VA Eastern Colorado Healthcare System, Aurora, CO, USA
| | - Nicholas W Vandenberg
- University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Mechanical Engineering, University of Colorado Denver, Denver, CO, USA
| | - Mohamed E Awad
- University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Orthopedics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Cory L Christiansen
- University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Physical Medicine & Rehabilitation, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; VA Eastern Colorado Healthcare System, Aurora, CO, USA
| | - Jason W Stoneback
- University of Colorado Bone-Anchored Limb Research Group, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Orthopedics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| |
Collapse
|
6
|
Wang H, Li Z, Li Q, Sommer S, Chen T, Sun Y, Wei H, Yan F, Lu Y. Comparing the Effect of Mechanical Loading on Deep and Superficial Cartilage Using Quantitative UTE MRI. J Magn Reson Imaging 2024; 59:2048-2057. [PMID: 37728325 DOI: 10.1002/jmri.28980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 08/14/2023] [Accepted: 08/14/2023] [Indexed: 09/21/2023] Open
Abstract
BACKGROUND The biomechanical properties of deep and superficial cartilage may be different, yet in vivo MRI validation is required. PURPOSE To compare the effect of mechanical loading on deep and superficial cartilage in young healthy adults using ultrashort echo time (UTE)-T2* mapping. STUDY TYPE Prospective, intervention. SUBJECTS Thirty-one healthy adults (54.8% females, median age = 23 years). FIELD STRENGTH/SEQUENCE 3-T, PD-FS, and UTE sequences with four echo times (TEs = 0.1, 0.5, 2.8, and 4.0 msec; 0.6 mm isotropic spatial resolution) of the left knee, acquired before and after loading exercise. ASSESSMENT Quantitative UTE-T2* maps of the entire knee were generated using UTE images of four TEs. In deep and superficial cartilage of patella, medial and lateral femur, medial and lateral tibia cartilage (PC, MFC, LFC, MTC, and LTC), which were segmented manually, cartilage thickness and T2* values before and after loading were measured, extracted, taken averages of, and compared. Scan-rescan repeatability was evaluated. Body weight and body mass index (BMI) data were collected. Physical activity levels were evaluated using International Physical Activity Questionnaire. STATISTICAL TESTS Paired sample t-tests, paired Wilcoxon Mann-Whitney tests, Pearson and Spearman correlation analyses, Kruskal-Wallis tests with post-hoc Bonferroni correction. A P-value <0.05 was considered statistically significant. RESULTS The scan-rescan repeatability was good (RMSA-CV < 10%). After exercise, deep cartilage exhibited no significant differences in cartilage thickness (PPC = 0.576, PMTC = 0.991, PMFC = 0.899, PLTC = 0.861, PLFC = 0.290) and T2* values (PPC = 0.914, PMTC = 0.780, PMFC = 0.754, PLTC = 0.327, PLFC = 0.811), which both significantly decreased in superficial PC, MFC, LFC, and MTC. The T2* values of superficial MTC and deep MFC were moderately correlated with higher body weight (ρ = 0.431) and lower BMI (ρ = -0.499), respectively. DATA CONCLUSION Deep and superficial cartilage may respond differently to mechanical loading as assessed by UTE-T2*. EVIDENCE LEVEL 2 TECHNICAL EFFICACY: Stage 3.
Collapse
Affiliation(s)
- Hanqi Wang
- Department of Radiology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Zhihui Li
- Department of Radiology, Ruijin Hospital Luwan Branch, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Qing Li
- MR Collaborations, Siemens Healthineers Ltd., Shanghai, China
| | - Stefan Sommer
- Siemens Healthineers International AG, Zurich, Switzerland
- Swiss Center for Musculoskeletal Imaging (SCMI), Balgrist Campus, Zurich, Switzerland
- Advanced Clinical Imaging Technology (ACIT), Siemens Healthineers International AG, Lausanne, Switzerland
| | - Tongtong Chen
- Department of Radiology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yao Sun
- Department of Radiology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Hongjiang Wei
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Fuhua Yan
- Department of Radiology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yong Lu
- Department of Radiology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Department of Radiology, Ruijin Hospital Luwan Branch, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| |
Collapse
|